LINEAR-ESTIMATION IN KREIN SPACES .2. APPLICATIONS

Citation
B. Hassibi et al., LINEAR-ESTIMATION IN KREIN SPACES .2. APPLICATIONS, IEEE transactions on automatic control, 41(1), 1996, pp. 34-49
Citations number
31
Categorie Soggetti
Controlo Theory & Cybernetics","Robotics & Automatic Control","Engineering, Eletrical & Electronic
ISSN journal
00189286
Volume
41
Issue
1
Year of publication
1996
Pages
34 - 49
Database
ISI
SICI code
0018-9286(1996)41:1<34:LIKS.A>2.0.ZU;2-V
Abstract
We show that several interesting problems in H-infinity-filtering, qua dratic game theory, and risk sensitive control and estimation follow a s special cases of the Krein-space linear estimation theory developed in [1]. We show that all these problems can be cast into the problem o f calculating the stationary point of certain second-order forms, and that by considering the appropriate state space models and error Grami ans, we can use the Krein-space estimation theory to calculate the sta tionary points and study their properties, The approach discussed here allows for interesting generalizations, such as finite memory adaptiv e filtering with varying sliding patterns.